US20170292401A1 - Method for determination of fatigue lifetime consumption of an engine component - Google Patents

Method for determination of fatigue lifetime consumption of an engine component Download PDF

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US20170292401A1
US20170292401A1 US15/481,570 US201715481570A US2017292401A1 US 20170292401 A1 US20170292401 A1 US 20170292401A1 US 201715481570 A US201715481570 A US 201715481570A US 2017292401 A1 US2017292401 A1 US 2017292401A1
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load cycle
factor
load
cycle
determining
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US15/481,570
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Meisam SISTANINIA
Thomas F. KRAMER
Diego UGEL
Darrel Lilley
Alexander Mahler
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Ansaldo Energia Switzerland AG
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Ansaldo Energia Switzerland AG
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01MTESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING OF STRUCTURES OR APPARATUS, NOT OTHERWISE PROVIDED FOR
    • G01M99/00Subject matter not provided for in other groups of this subclass
    • G01M99/002Thermal testing
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F01MACHINES OR ENGINES IN GENERAL; ENGINE PLANTS IN GENERAL; STEAM ENGINES
    • F01DNON-POSITIVE DISPLACEMENT MACHINES OR ENGINES, e.g. STEAM TURBINES
    • F01D21/00Shutting-down of machines or engines, e.g. in emergency; Regulating, controlling, or safety means not otherwise provided for
    • F01D21/003Arrangements for testing or measuring
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10Complex mathematical operations
    • G06F17/15Correlation function computation including computation of convolution operations
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01BMEASURING LENGTH, THICKNESS OR SIMILAR LINEAR DIMENSIONS; MEASURING ANGLES; MEASURING AREAS; MEASURING IRREGULARITIES OF SURFACES OR CONTOURS
    • G01B21/00Measuring arrangements or details thereof, where the measuring technique is not covered by the other groups of this subclass, unspecified or not relevant
    • G01B21/32Measuring arrangements or details thereof, where the measuring technique is not covered by the other groups of this subclass, unspecified or not relevant for measuring the deformation in a solid
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01KMEASURING TEMPERATURE; MEASURING QUANTITY OF HEAT; THERMALLY-SENSITIVE ELEMENTS NOT OTHERWISE PROVIDED FOR
    • G01K13/00Thermometers specially adapted for specific purposes
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01MTESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING OF STRUCTURES OR APPARATUS, NOT OTHERWISE PROVIDED FOR
    • G01M15/00Testing of engines
    • G01M15/04Testing internal-combustion engines
    • G01M15/042Testing internal-combustion engines by monitoring a single specific parameter not covered by groups G01M15/06 - G01M15/12
    • G01M15/048Testing internal-combustion engines by monitoring a single specific parameter not covered by groups G01M15/06 - G01M15/12 by monitoring temperature
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01MTESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING OF STRUCTURES OR APPARATUS, NOT OTHERWISE PROVIDED FOR
    • G01M15/00Testing of engines
    • G01M15/14Testing gas-turbine engines or jet-propulsion engines
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00Computer-aided design [CAD]
    • G06F30/20Design optimisation, verification or simulation

Definitions

  • the present disclosure relates to a method for the determination of fatigue lifetime consumption of an engine component as set forth in claim 1 .
  • an on-line lifetime counting tool which processes data from an on-line field monitoring system and estimates lifetime consumption of the structural parts.
  • the structural parts may be non-rotating static parts, such as casing members, or may be rotating rotor members.
  • On-line fatigue life counting of components with high thermal inertia is found challenging, since the peak stresses of said components appear timely offset with the peak temperature of the working fluid of the turboengine.
  • U.S. Pat. No. 3,584,507 discloses a method wherein the hot gas temperature and the shaft speed and accelerations are continuously measured and used as input for predefined embedded equations which correlate the measured engine parameters to lifetime consumption for creep, low cycle fatigue, and temperature shock fatigue.
  • the equations applied are based on literature, and on analytical and empirical testing. Engine specific constants need to be determined, and may be updated based on field experience.
  • the equation for creep correlates the consumed creep lifetime to the hot gas temperature and speed.
  • the equation for low cycle fatigue correlates the incremental damage of a load cycle to the hot gas temperature and speed.
  • the consumed low cycle fatigue life is determined by adding incremental low cycle fatigue damages due to the shaft acceleration cycles, which are identified and processed when they occur.
  • the equation for thermal shock fatigue correlates the consumed thermal shock fatigue life to the rate of change of the hot gas temperature over time.
  • the process includes measuring two engine parameters, hot gas temperature and shaft speed, an online incremental damage calculation by using pre-defined correlations for creep, low cycle fatigue and thermal shock fatigue, lifetime counting, storing of results, and according sensors and devices. It is apparent from the above that the method requires a high testing effort to establish the correlation functions between engine parameters and lifetime.
  • U.S. Pat. No. 3,950,985 describes a method and devices for on-line monitoring of the creep and low cycle fatigue lifetime consumption of thermal power plant components with high thermal inertia.
  • the method applies to components such as rotors, housings and piping of gas turbine engines, steam turbines, and steam boilers, which develop high thermally induced stresses during startup and cooldown.
  • the surface material temperature and an internal material temperature in certain cross-sections of the components are measured.
  • the temperature difference between the measurement locations is applied to calculate the thermally induced stress.
  • the method uses pre-defined correlations between stress, temperature and lifetime consumption to calculate the creep and low cycle fatigue lifetime increments, which are weighed and added together to an accumulated number of operation hours equivalent to operation hours at a reference load case.
  • the disclosed method only enables to determine lifetime consumption in sections of the component which are equipped with temperature measurement locations.
  • US 2010/0153080 discloses a method for lifetime monitoring and maintenance planning for turboengines.
  • the lifetime of a component under consideration is calculated for a variety of damaging factors, under the assumption of a specific engine operation cycle, and a design phase lifetime model is obtained.
  • operation data of an engine are collected and the lifetime model is updated.
  • the model is further updated with results from an engine inspection. It is not apparent from the document if and how the model is applicable on-line. Further, it is not apparent how the model accounts for operating conditions different from the assumptions on which the design phase lifetime model is based.
  • the method furthermore involves extensive measurement and processing of a large variety of engine operation data.
  • the method shall allow an easy and reliable determination of fatigue lifetime consumption of an engine component.
  • the method shall be applicable on-line, that is, during the engine operation.
  • a method for the determination of fatigue lifetime consumption of an engine component comprising defining a reference thermal load cycle, wherein the reference thermal load cycle is characterized by a reference load cycle amplitude and a reference load cycle time, and determining a reference load cycle lifetime consumption.
  • the method further comprises measuring a temperature of the engine component, determining a thermal load cycle based upon said temperature measurement, determining a load cycle amplitude, defined as the difference between the maximum measured temperature during the thermal load cycle and the minimum measured temperature during the thermal load cycle, and determining a load cycle time.
  • the load cycle time is related to the reference load cycle time, thereby determining a load cycle time factor
  • the load cycle amplitude is related to the reference load cycle amplitude, thereby determining a load cycle amplitude factor.
  • the load cycle time factor and the load cycle amplitude factor are combined into a combined load cycle factor, and a load cycle lifetime consumption is determined dependent upon the combined load cycle factor.
  • one measurement of a temperature of the engine component is required and performed.
  • only temperature measurements on or close to a hot fluid exposed surface of the engine component is required and performed.
  • the load cycle lifetime consumption may be determined as an absolute value, or a relative value related to the reference load cycle lifetime consumption.
  • a load cycle in this respect is to be understood as either increasing or decreasing the temperature. It is further understood that a load cycle time is a time in which the temperature increase, or decrease, respectively, of a thermal load cycle, or a certain percentage thereof, is achieved, and provides, in combination with the load cycle amplitude, a measure for the temperature gradient over time which the engine component is subjected to. In other words, the load cycle time measures how fast a temperature change occurs.
  • the method is accordingly based upon the finding that the incremental microstructural damage, or lifetime consumption, due to a thermal load cycle is for a given engine component primarily dependent upon the amplitude and gradient over time of a temperature change.
  • the temperature change Upon a temperature change at a component surface, the temperature change propagates into the component, driven by heat conduction, which causes a delayed temperature change inside the component.
  • spatial temperature gradients and accordingly thermally induced stresses arise in the component. The temperature differences and thermally induced stresses are the higher, the higher the amplitude and the temperature gradient over time at the component surface are.
  • a strain level or a reference load cycle lifetime consumption representative of the incremental structural damage to the component material due to the thermally induced stresses.
  • the reference load cycle in this respect is characterized by a reference load cycle amplitude of the temperature change and a reference load cycle time said temperature change, or a certain percentage thereof, takes.
  • a relative load cycle lifetime consumption related to the reference load cycle lifetime consumption, can be determined dependent on the one hand on a ratio of the load cycle temperature amplitude and the reference load cycle temperature amplitude, and on the other hand on a ratio of the load cycle time and the reference load cycle time. That is, as will be readily appreciated, the lower the absolute temperature change of a load cycle is, and the slower the temperature change happens, the larger number of identical thermal load cycles would an engine component be able to withstand, that is, the lower the lifetime consumption of one load cycle would be.
  • Lifetime consumption may in this respect be understood as a consumption of a fraction of load cycles the engine component is able to withstand under defined reference conditions.
  • the load cycle amplitude and time factors may be defined as follows:
  • T R,min is the minimum component material temperature of the reference thermal load cycle
  • T R,max is the maximum component material temperature of the reference thermal load cycle
  • T min is the minimum component material temperature of a thermal load cycle
  • T max is the maximum component material temperature of a thermal load cycle
  • ⁇ t R is the time required in the reference thermal load cycle to increase or decrease the temperature about a certain percentage of the reference thermal load cycle amplitude, for instance 90%, and ⁇ t is the time to change the temperature within the load cycle about the same percentage of the load cycle amplitude, the load cycle time factor is defined as
  • the measurement of the temperature of the engine component is performed as a measurement of the material temperature of the engine component, and is in particular embodiments performed at or close to a critical location of the component, wherein critical may in more particular embodiments be related to crack initiation.
  • an engine cold start and load up to full rated load is used as the reference load cycle.
  • the reference load cycle time may in certain aspects be defined as a time in which the absolute temperature change of the reference thermal load cycle amounts to a specific percentage of the reference load cycle amplitude, and the load cycle time is defined as the time in which the measured temperature changes by the same percentage of the load cycle amplitude of the thermal load cycle.
  • the combined load cycle factor may in certain embodiments further take a load cycle mechanical stress factor into account. It is to this extent understood that the lifetime calculations for the reference thermal load cycle may also need to consider mechanical loads due to external forces, for instance due to pressure induced forces, and, where applicable, centrifugal forces, may need to consider changes of the mechanical load which come along with the temperature changes, and may moreover need to consider a base temperature.
  • the mechanical stress factor may be determined to account for different mechanical stresses acting during a load cycle, and may be determined by virtue of measured turboengine operating data, like pressure, temperature, or rotational speed. It is understood, that rotational speed does not apply to turboengine stator elements.
  • rotational speed is constant for heavy duty stationary power plant turboengines, and will in this case not influence the mechanical stress factor in terms of fatigue.
  • the load cycle mechanical stress factor may be expressed as a function of the load cycle amplitude factor. It is presumed that the skilled person will generally be familiar with techniques and methods for scaling the influence of mechanical stress and mechanical stress cycles on the lifetime of an engine component.
  • X represents the combined load cycle factor
  • R T represents the load cycle amplitude factor
  • R ⁇ t represents the load cycle time factor
  • R F represents the load cycle mechanical stress factor.
  • a and b are constants; for instance, in particular embodiments a equals 0.5 and b equals 0.25.
  • the load cycle mechanical stress factor may, if no additional information is available, be set to 1, or may be expressed as a function of the load cycle amplitude factor.
  • a reference number of thermal load cycles is determined which equals the number of reference thermal load cycles until a crack is initiated in the engine component
  • a load cycle count factor is determined as a function of the combined load cycle factor, wherein the load cycle count factor is defined as the lifetime consumption of the load cycle under consideration, divided by the lifetime consumption of the reference load cycle, and the load cycle count factors of all load cycles during an engine component lifetime are summed up, thereby determining a cumulated load cycle consumption. It is presumed in this respect that the skilled person is familiar with the determination of a number of pre-determined load cycles until a crack is initiated in any given engine component. For an instance, while not limiting, this may be achieved by finite element calculations.
  • the load cycle count factor may be represented as
  • R N represents the load cycle count factor
  • N represents the number of thermal load cycles with a specific load cycle amplitude and load cycle time to crack initiation
  • N R represents the number of reference thermal load cycles to crack initiation
  • the method comprises determining a residual load cycle lifetime expectation as the difference between the reference number of thermal load cycles and the cumulated load cycle consumption. In another more specific aspect, the method comprises determining a relative lifetime consumption as a ratio of the cumulated load cycle consumption divided by the reference number of thermal load cycles.
  • the load cycle count factor is according to certain specific aspects of the present disclosure determined as
  • R N represents the load cycle count factor
  • N represents the number of thermal load cycles to crack initiation with a specific load cycle amplitude and load cycle time
  • N R represents the number of reference thermal load cycles to crack initiation
  • R s is a strain ratio which is determined as a function of the combined load cycle factor
  • c is a material parameter.
  • the above formula is derived from the Coffin-Manson equation.
  • the material parameter c is the fatigue ductility exponent or Coffin-Manson exponent. It commonly lies in a range ⁇ 0.7 ⁇ c ⁇ 0.5 for ductile metals.
  • the strain ratio is determined as a function of the above-defined combined load cycle factor. For instance, the load cycle strain ratio is expressed in a polynomial form of the combined load cycle factor. For a more specific instance, the load cycle strain ratio is expressed as a first order polynomial of the combined load cycle factor.
  • the engine component is a component of a gas turbine engine
  • the reference thermal load cycle is a load cycle from cold start to full load of the gas turbine engine at a maximum load gradient.
  • the method is applied on-line, and in particular permanently during operation of the engine.
  • the health status of the engine component may thus permanently be supervised, and maintenance may be scheduled as economically feasible.
  • FIG. 1 a flow diagram illustrating an exemplary mode of performing the method as disclosed above
  • FIG. 2 a diagram illustrating the correlation between the combined load cycle factor and the strain ratio for a first exemplary engine component
  • FIG. 3 a diagram illustrating the correlation between the combined load cycle factor and the strain ratio for a second exemplary engine component.
  • a first step 100 calculations for an engine component and a reference load cycle are performed.
  • the reference load cycle is for instance a cold start of a gas turbine engine, and loading up the gas turbine engine to rated full power with the maximum load gradient for the gas turbine engine, or for the gas turbine engine when operated in a combined cycle power plant and the combined cycle power plant is loaded up at a maximum load gradient.
  • These calculations may include computing the stresses in the engine component which arise due to the temperature differences within the material of the engine component. With this knowledge, a reference number of load cycles until a crack is initiated in the engine component can be derived.
  • a next step 200 said calculation may be repeated for a variety of load cycles in which the load cycle amplitude and load cycle time are varied.
  • the number of load cycles until crack initiation may be computed for each of the load cycles.
  • the results of said computations may be represented dependent on the combined load cycle factor.
  • the strain ratio for each load cycle wherein the strain ratio is given by
  • N represents the number of thermal load cycles to crack initiation with a specific load cycle amplitude and load cycle time
  • N R represents the number of reference thermal load cycles to crack initiation
  • R s is a strain ratio which is determined as a function of the combined load cycle factor
  • c is the fatigue ductility exponent or Coffin-Manson exponent, which is a material specific parameter, which may also depend on the absolute temperature of the material.
  • steps 100 through 300 are generally performed off-line.
  • the following steps will be performed on-line, while an engine is running.
  • the exemplarily shown method may be considered as comprising two modules, an off-line module 1000 and an on-line module 2000 .
  • a temperature of the engine component is measured.
  • step 500 a decision is taken whether a thermal load cycle was initiated, and whether said thermal load cycle is completed, or not. If no thermal load cycle was completed, steps 400 and 500 will be repeated. If a thermal load cycle was completed, the combined load cycle factor will be calculated in step 600 based upon the measured load cycle amplitude and load cycle time.
  • step 600 the strain factor and subsequently the load cycle count factor for the load cycle are computed.
  • step 700 all load cycle count factors during the lifetime of the engine component are summed up and constitute a cumulated load cycle consumption.
  • step 800 it is verified whether the cumulated load cycle consumption is larger than the reference number of thermal load cycles, which equals the number of reference thermal load cycles until a crack is initiated. If this is not the case, the on-line module 2000 starts again at step 400 . If the cumulated load cycle consumption is larger than the reference number of thermal load cycles, an event or warning may be generated in step 900 . The on-line module starts again at step 400 . It is appreciated that step 900 may be initiated before the cumulative load cycle consumption actually reaches the reference number of thermal load cycles, such that a power plant operator might schedule a plant outage well before an actual damage occurs.
  • FIGS. 2 and 3 depict the correlation between the strain ratio R s and the combined load cycle factor X for two exemplary engine components.
  • the data points show the results from numerical simulations, while the lines represent the function applied as a correlation in step 600 above.
  • an excellent fit of the simulation points and the correlation function results with a third order polynomial.
  • a fairly good fit would be achieved.
  • the correlation varies with different engine component geometries, but fits excellent for a given engine component.

Abstract

A method for determining fatigue lifetime consumption of an engine component, by defining a reference thermal load cycle, the reference thermal load cycle being characterized by a reference load cycle amplitude and a reference load cycle time, and determining a reference load cycle lifetime consumption. The method includes measuring a temperature of the engine component, determining a thermal load cycle based upon the temperature measurement, determining a load cycle amplitude, determining a load cycle time, relating the load cycle time to the reference load cycle time, thereby determining a load cycle time factor, relating the load cycle amplitude to the reference load cycle amplitude, thereby determining a load cycle amplitude factor, combining the load cycle time factor and the load cycle amplitude factor into a combined load cycle factor for determining a load cycle lifetime consumption.

Description

    PRIORITY CLAIM
  • This application claims priority from European Patent Application No. 16164583.3 filed on Apr. 8, 2016, the disclosure of which is incorporated by reference.
  • TECHNICAL FIELD
  • The present disclosure relates to a method for the determination of fatigue lifetime consumption of an engine component as set forth in claim 1.
  • BACKGROUND OF THE DISCLOSURE
  • The increasing share of renewable energy sources in the power generation market requires more flexible operation of conventional thermal power plants. In particular gas turbine engines, whether operated in single cycle mode or in combined cycle power plants, are operated at strongly varying loads with large load gradients. This means, components of the gas turbine engine are exposed to an operation at strongly varying temperatures and pressures, and thus accurate quantification of low cycle fatigue is of increasing interest. In environments where a gas turbine engine is generally started and loaded up close to full load, and shut down from a load close to full load, mainly the cold start to full load load cycle and vice versa need to be considered. However, in operation regimes in which the load of a gas turbine engine is frequently changed between part load and full load, an increasing demand arises to reliably forecast and estimate the component lifetime consumption at load cycles with a lower amplitude than a cold start load cycle. This capability would enable power plant operators to avoid premature engine overhaul and replacement of parts, and unnecessary outages, while at the same time avoiding the risk of major engine damages and unplanned outages due to a delayed maintenance and component replacement, which all have a negative impact on the economics of operating the power plant. Thus, enabling a sufficiently reliable online forecast and estimating method for the lifetime of components of the gas turbine engine would enhance power plant economics considerably. Consequently, in order to enable power plant operators to operate the gas turbine engine, or a power plant, respectively, with suitable economics, an on-line lifetime counting tool is found desirable which processes data from an on-line field monitoring system and estimates lifetime consumption of the structural parts. The structural parts may be non-rotating static parts, such as casing members, or may be rotating rotor members. On-line fatigue life counting of components with high thermal inertia is found challenging, since the peak stresses of said components appear timely offset with the peak temperature of the working fluid of the turboengine.
  • Several approaches to the estimation of lifetime consumption are known in the art. U.S. Pat. No. 3,584,507, for instance, discloses a method wherein the hot gas temperature and the shaft speed and accelerations are continuously measured and used as input for predefined embedded equations which correlate the measured engine parameters to lifetime consumption for creep, low cycle fatigue, and temperature shock fatigue. The equations applied are based on literature, and on analytical and empirical testing. Engine specific constants need to be determined, and may be updated based on field experience. The equation for creep correlates the consumed creep lifetime to the hot gas temperature and speed. The equation for low cycle fatigue correlates the incremental damage of a load cycle to the hot gas temperature and speed. The consumed low cycle fatigue life is determined by adding incremental low cycle fatigue damages due to the shaft acceleration cycles, which are identified and processed when they occur. The equation for thermal shock fatigue correlates the consumed thermal shock fatigue life to the rate of change of the hot gas temperature over time. The process includes measuring two engine parameters, hot gas temperature and shaft speed, an online incremental damage calculation by using pre-defined correlations for creep, low cycle fatigue and thermal shock fatigue, lifetime counting, storing of results, and according sensors and devices. It is apparent from the above that the method requires a high testing effort to establish the correlation functions between engine parameters and lifetime.
  • U.S. Pat. No. 3,950,985 describes a method and devices for on-line monitoring of the creep and low cycle fatigue lifetime consumption of thermal power plant components with high thermal inertia. The method applies to components such as rotors, housings and piping of gas turbine engines, steam turbines, and steam boilers, which develop high thermally induced stresses during startup and cooldown. According to the therein disclosed method, the surface material temperature and an internal material temperature in certain cross-sections of the components are measured. The temperature difference between the measurement locations is applied to calculate the thermally induced stress. The method uses pre-defined correlations between stress, temperature and lifetime consumption to calculate the creep and low cycle fatigue lifetime increments, which are weighed and added together to an accumulated number of operation hours equivalent to operation hours at a reference load case. However, as the method relies on temperature measurements at certain locations of the component, the disclosed method only enables to determine lifetime consumption in sections of the component which are equipped with temperature measurement locations.
  • US 2010/0153080 discloses a method for lifetime monitoring and maintenance planning for turboengines. In a first step of the method, the lifetime of a component under consideration is calculated for a variety of damaging factors, under the assumption of a specific engine operation cycle, and a design phase lifetime model is obtained. In a second step, operation data of an engine are collected and the lifetime model is updated. In a further step, the model is further updated with results from an engine inspection. It is not apparent from the document if and how the model is applicable on-line. Further, it is not apparent how the model accounts for operating conditions different from the assumptions on which the design phase lifetime model is based. The method furthermore involves extensive measurement and processing of a large variety of engine operation data.
  • LINEOUT OF THE SUBJECT MATTER OF THE PRESENT DISCLOSURE
  • It is an object of the present disclosure to provide a method as initially mentioned. In a more specific aspect, the method shall allow an easy and reliable determination of fatigue lifetime consumption of an engine component. In a further aspect, the method shall be applicable on-line, that is, during the engine operation.
  • This is achieved by the subject matter described in claim 1.
  • Further effects and advantages of the disclosed subject matter, whether explicitly mentioned or not, will become apparent in view of the disclosure provided below.
  • Accordingly, disclosed is a method for the determination of fatigue lifetime consumption of an engine component, the method comprising defining a reference thermal load cycle, wherein the reference thermal load cycle is characterized by a reference load cycle amplitude and a reference load cycle time, and determining a reference load cycle lifetime consumption. The method further comprises measuring a temperature of the engine component, determining a thermal load cycle based upon said temperature measurement, determining a load cycle amplitude, defined as the difference between the maximum measured temperature during the thermal load cycle and the minimum measured temperature during the thermal load cycle, and determining a load cycle time. Subsequently, the load cycle time is related to the reference load cycle time, thereby determining a load cycle time factor, the load cycle amplitude is related to the reference load cycle amplitude, thereby determining a load cycle amplitude factor. The load cycle time factor and the load cycle amplitude factor are combined into a combined load cycle factor, and a load cycle lifetime consumption is determined dependent upon the combined load cycle factor.
  • In particular embodiments, one measurement of a temperature of the engine component is required and performed. In further embodiments, only temperature measurements on or close to a hot fluid exposed surface of the engine component is required and performed.
  • The load cycle lifetime consumption may be determined as an absolute value, or a relative value related to the reference load cycle lifetime consumption.
  • It is understood that a load cycle in this respect is to be understood as either increasing or decreasing the temperature. It is further understood that a load cycle time is a time in which the temperature increase, or decrease, respectively, of a thermal load cycle, or a certain percentage thereof, is achieved, and provides, in combination with the load cycle amplitude, a measure for the temperature gradient over time which the engine component is subjected to. In other words, the load cycle time measures how fast a temperature change occurs.
  • The method is accordingly based upon the finding that the incremental microstructural damage, or lifetime consumption, due to a thermal load cycle is for a given engine component primarily dependent upon the amplitude and gradient over time of a temperature change. Upon a temperature change at a component surface, the temperature change propagates into the component, driven by heat conduction, which causes a delayed temperature change inside the component. Thus, as a general rule of thumb, spatial temperature gradients and accordingly thermally induced stresses arise in the component. The temperature differences and thermally induced stresses are the higher, the higher the amplitude and the temperature gradient over time at the component surface are. For any component and for a reference thermal load cycle, a strain level or a reference load cycle lifetime consumption, representative of the incremental structural damage to the component material due to the thermally induced stresses, can be calculated. The reference load cycle in this respect is characterized by a reference load cycle amplitude of the temperature change and a reference load cycle time said temperature change, or a certain percentage thereof, takes. For any arbitrary load cycle, the load cycle being characterized by a load cycle temperature amplitude and load cycle time, or load cycle temperature gradient over time, respectively, a relative load cycle lifetime consumption, related to the reference load cycle lifetime consumption, can be determined dependent on the one hand on a ratio of the load cycle temperature amplitude and the reference load cycle temperature amplitude, and on the other hand on a ratio of the load cycle time and the reference load cycle time. That is, as will be readily appreciated, the lower the absolute temperature change of a load cycle is, and the slower the temperature change happens, the larger number of identical thermal load cycles would an engine component be able to withstand, that is, the lower the lifetime consumption of one load cycle would be.
  • Lifetime consumption may in this respect be understood as a consumption of a fraction of load cycles the engine component is able to withstand under defined reference conditions.
  • The load cycle amplitude and time factors may be defined as follows:
  • If TR,min is the minimum component material temperature of the reference thermal load cycle, TR,max is the maximum component material temperature of the reference thermal load cycle, Tmin is the minimum component material temperature of a thermal load cycle, and Tmax is the maximum component material temperature of a thermal load cycle, then the load cycle amplitude factor of the load cycle is defined as

  • R T=(T max −T min)/(T R,max −T R,min)
  • It is understood, that (TR,max−TR,min) is the reference thermal load cycle amplitude, and (Tmax−Tmin) is the load cycle amplitude.
  • If ΔtR is the time required in the reference thermal load cycle to increase or decrease the temperature about a certain percentage of the reference thermal load cycle amplitude, for instance 90%, and Δt is the time to change the temperature within the load cycle about the same percentage of the load cycle amplitude, the load cycle time factor is defined as

  • R Δt =Δt R /Δt
  • The measurement of the temperature of the engine component, in an aspect of the present disclosure, is performed as a measurement of the material temperature of the engine component, and is in particular embodiments performed at or close to a critical location of the component, wherein critical may in more particular embodiments be related to crack initiation.
  • In an embodiment, an engine cold start and load up to full rated load is used as the reference load cycle.
  • The reference load cycle time may in certain aspects be defined as a time in which the absolute temperature change of the reference thermal load cycle amounts to a specific percentage of the reference load cycle amplitude, and the load cycle time is defined as the time in which the measured temperature changes by the same percentage of the load cycle amplitude of the thermal load cycle.
  • The combined load cycle factor may in certain embodiments further take a load cycle mechanical stress factor into account. It is to this extent understood that the lifetime calculations for the reference thermal load cycle may also need to consider mechanical loads due to external forces, for instance due to pressure induced forces, and, where applicable, centrifugal forces, may need to consider changes of the mechanical load which come along with the temperature changes, and may moreover need to consider a base temperature. The mechanical stress factor may be determined to account for different mechanical stresses acting during a load cycle, and may be determined by virtue of measured turboengine operating data, like pressure, temperature, or rotational speed. It is understood, that rotational speed does not apply to turboengine stator elements. Further, rotational speed is constant for heavy duty stationary power plant turboengines, and will in this case not influence the mechanical stress factor in terms of fatigue. Moreover, in particular in gas turbine engines temperature and pressure changes are generally correlated. In this specific case, the load cycle mechanical stress factor may be expressed as a function of the load cycle amplitude factor. It is presumed that the skilled person will generally be familiar with techniques and methods for scaling the influence of mechanical stress and mechanical stress cycles on the lifetime of an engine component.
  • The combined load cycle factor is in specific embodiments determined as

  • X=R T ·R Δt a·R T −b ·R F.
  • X represents the combined load cycle factor, RT represents the load cycle amplitude factor, RΔt represents the load cycle time factor, and RF represents the load cycle mechanical stress factor. a and b are constants; for instance, in particular embodiments a equals 0.5 and b equals 0.25. The load cycle mechanical stress factor may, if no additional information is available, be set to 1, or may be expressed as a function of the load cycle amplitude factor.
  • In a further instance of the method, a reference number of thermal load cycles is determined which equals the number of reference thermal load cycles until a crack is initiated in the engine component, a load cycle count factor is determined as a function of the combined load cycle factor, wherein the load cycle count factor is defined as the lifetime consumption of the load cycle under consideration, divided by the lifetime consumption of the reference load cycle, and the load cycle count factors of all load cycles during an engine component lifetime are summed up, thereby determining a cumulated load cycle consumption. It is presumed in this respect that the skilled person is familiar with the determination of a number of pre-determined load cycles until a crack is initiated in any given engine component. For an instance, while not limiting, this may be achieved by finite element calculations.
  • The load cycle count factor may be represented as

  • R N =N R /N,
  • wherein RN represents the load cycle count factor, N represents the number of thermal load cycles with a specific load cycle amplitude and load cycle time to crack initiation, and NR represents the number of reference thermal load cycles to crack initiation,
  • In a more specific instance, the method comprises determining a residual load cycle lifetime expectation as the difference between the reference number of thermal load cycles and the cumulated load cycle consumption. In another more specific aspect, the method comprises determining a relative lifetime consumption as a ratio of the cumulated load cycle consumption divided by the reference number of thermal load cycles.
  • The load cycle count factor is according to certain specific aspects of the present disclosure determined as

  • R N =N R /N=R s −1/c,
  • wherein RN represents the load cycle count factor, N represents the number of thermal load cycles to crack initiation with a specific load cycle amplitude and load cycle time, NR represents the number of reference thermal load cycles to crack initiation, Rs is a strain ratio which is determined as a function of the combined load cycle factor, and c is a material parameter. The above formula is derived from the Coffin-Manson equation. The material parameter c is the fatigue ductility exponent or Coffin-Manson exponent. It commonly lies in a range −0.7≦c≦−0.5 for ductile metals. It is noted that according to the present disclosure the strain ratio is determined as a function of the above-defined combined load cycle factor. For instance, the load cycle strain ratio is expressed in a polynomial form of the combined load cycle factor. For a more specific instance, the load cycle strain ratio is expressed as a first order polynomial of the combined load cycle factor.
  • In certain instances, the engine component is a component of a gas turbine engine, and the reference thermal load cycle is a load cycle from cold start to full load of the gas turbine engine at a maximum load gradient.
  • In still further instances, the method is applied on-line, and in particular permanently during operation of the engine. The health status of the engine component may thus permanently be supervised, and maintenance may be scheduled as economically feasible.
  • It is understood that the features and embodiments disclosed above may be combined with each other. It will further be appreciated that further embodiments are conceivable within the scope of the present disclosure and the claimed subject matter which are obvious and apparent to the skilled person.
  • BRIEF DESCRIPTION OF THE DRAWINGS
  • The subject matter of the present disclosure is now to be explained in more detail by means of selected exemplary embodiments shown in the accompanying drawings. The figures show
  • FIG. 1 a flow diagram illustrating an exemplary mode of performing the method as disclosed above;
  • FIG. 2 a diagram illustrating the correlation between the combined load cycle factor and the strain ratio for a first exemplary engine component; and
  • FIG. 3 a diagram illustrating the correlation between the combined load cycle factor and the strain ratio for a second exemplary engine component.
  • It is understood that the drawings are highly schematic, and details not required for instruction purposes may have been omitted for the ease of understanding and depiction. It is further understood that the drawings show only selected, illustrative embodiments, and embodiments not shown may still be well within the scope of the herein disclosed and/or claimed subject matter.
  • EXEMPLARY MODES OF CARRYING OUT THE TEACHING OF THE PRESENT DISCLOSURE
  • With reference to FIG. 1, an exemplary mode of carrying out the method as described above is lined out in more detail. In a first step 100, calculations for an engine component and a reference load cycle are performed. The reference load cycle is for instance a cold start of a gas turbine engine, and loading up the gas turbine engine to rated full power with the maximum load gradient for the gas turbine engine, or for the gas turbine engine when operated in a combined cycle power plant and the combined cycle power plant is loaded up at a maximum load gradient. These calculations may include computing the stresses in the engine component which arise due to the temperature differences within the material of the engine component. With this knowledge, a reference number of load cycles until a crack is initiated in the engine component can be derived. In a next step 200, said calculation may be repeated for a variety of load cycles in which the load cycle amplitude and load cycle time are varied. The number of load cycles until crack initiation may be computed for each of the load cycles. Generally, the results of said computations may be represented dependent on the combined load cycle factor. In particular, the strain ratio for each load cycle, wherein the strain ratio is given by

  • R s=(N/N R)c,
  • wherein N represents the number of thermal load cycles to crack initiation with a specific load cycle amplitude and load cycle time, NR represents the number of reference thermal load cycles to crack initiation, Rs is a strain ratio which is determined as a function of the combined load cycle factor, and c is the fatigue ductility exponent or Coffin-Manson exponent, which is a material specific parameter, which may also depend on the absolute temperature of the material. In a following step 300 a correlation function between, for instance, the strain ratio and the combined load cycle factor is developed. Such, the strain factor may be represented as Rs=Rs (X), wherein X is the combined load cycle factor.
  • It is noted that steps 100 through 300 are generally performed off-line. The following steps will be performed on-line, while an engine is running. Thus, the exemplarily shown method may be considered as comprising two modules, an off-line module 1000 and an on-line module 2000. In the on-line module, in a first step 400 of the on-line module 2000, a temperature of the engine component is measured. Based upon consecutive temperature measurements of the component material temperature, as lined out above, in step 500 a decision is taken whether a thermal load cycle was initiated, and whether said thermal load cycle is completed, or not. If no thermal load cycle was completed, steps 400 and 500 will be repeated. If a thermal load cycle was completed, the combined load cycle factor will be calculated in step 600 based upon the measured load cycle amplitude and load cycle time. Further, in step 600 the strain factor and subsequently the load cycle count factor for the load cycle are computed. In step 700, all load cycle count factors during the lifetime of the engine component are summed up and constitute a cumulated load cycle consumption. In step 800, it is verified whether the cumulated load cycle consumption is larger than the reference number of thermal load cycles, which equals the number of reference thermal load cycles until a crack is initiated. If this is not the case, the on-line module 2000 starts again at step 400. If the cumulated load cycle consumption is larger than the reference number of thermal load cycles, an event or warning may be generated in step 900. The on-line module starts again at step 400. It is appreciated that step 900 may be initiated before the cumulative load cycle consumption actually reaches the reference number of thermal load cycles, such that a power plant operator might schedule a plant outage well before an actual damage occurs.
  • FIGS. 2 and 3 depict the correlation between the strain ratio Rs and the combined load cycle factor X for two exemplary engine components. The data points show the results from numerical simulations, while the lines represent the function applied as a correlation in step 600 above. As is seen, an excellent fit of the simulation points and the correlation function results with a third order polynomial. As is furthermore seen, even with a first order polynomial a fairly good fit would be achieved. As is apparent, the correlation varies with different engine component geometries, but fits excellent for a given engine component.
  • While the subject matter of the disclosure has been explained by means of exemplary embodiments, it is understood that these are in no way intended to limit the scope of the claimed invention. It will be appreciated that the claims cover embodiments not explicitly shown or disclosed herein, and embodiments deviating from those disclosed in the exemplary modes of carrying out the teaching of the present disclosure will still be covered by the claims.

Claims (13)

1. A method for the determination of fatigue lifetime consumption of an engine component, the method comprising:
defining a reference thermal load cycle, the reference thermal load cycle being characterized by a reference load cycle amplitude and a reference load cycle time;
determining a reference load cycle lifetime consumption;
measuring a temperature of the engine component;
determining a thermal load cycle based upon said temperature measurement;
determining a load cycle amplitude, defined as a difference between a maximum measured temperature during the thermal load cycle and a minimum measured temperature during the thermal load cycle;
determining a load cycle time;
relating the load cycle time to the reference load cycle time, thereby determining a load cycle time factor;
relating the load cycle amplitude to the reference load cycle amplitude, thereby determining a load cycle amplitude factor;
combining the load cycle time factor and the load cycle amplitude factor into a combined load cycle factor; and
determining a load cycle lifetime consumption dependent upon the combined load cycle factor.
2. The method according to the claim 1, wherein the reference load cycle time is defined as a time in which an absolute temperature change of the reference thermal load cycle amounts to a specific percentage of the reference load cycle amplitude, and the load cycle time is defined as a time in which the measured temperature changes by a same percentage of the load cycle amplitude of the thermal load cycle.
3. The method according to claim 1, wherein the combined load cycle factor further takes a load cycle mechanical stress factor into account.
4. The method according to claim 1, wherein the combined load cycle factor is determined as:

X=R T ·R Δt a·R T −b ·R F,
wherein X represents a load factor, RT represents a load cycle amplitude factor, a and b are constants, RΔt represents the load cycle time factor, and RF represents the load cycle mechanical stress factor.
5. The method according to the preceding claim, wherein a equals 0.5 and b equals 0.25
6. The method according to claim 1, comprising:
determining a reference number of thermal load cycles which equals a number of reference thermal load cycles until a crack is initiated in the engine component;
determining a load cycle count factor based upon the combined load cycle factor, wherein the load cycle count factor is defined as the load cycle lifetime consumption divided by the reference load cycle lifetime consumption; and
summing up the load cycle count factors of all load cycles during an engine component lifetime, thereby determining a cumulated load cycle consumption.
7. The method according to claim 6, comprising:
determining a residual load cycle lifetime expectation as a difference between the reference number of thermal load cycles and the cumulated load cycle consumption.
8. The method according to claim 6, comprising:
determining a relative lifetime consumption as a ratio of the cumulated load cycle consumption divided by the reference number of thermal load cycles.
9. The method according to claim 6, wherein the load cycle count factor is determined as:

R N =N R /N=R s −1/c,
wherein RN represents a load cycle count factor, N represents a number of thermal load cycles with a specific load cycle amplitude and cycle time to crack initiation, NR represents the number of reference thermal load cycles to crack initiation, Rs is a strain ratio which is determined as a function of the combined load cycle factor, and c is a material parameter.
10. The method according to claim 9, wherein the load cycle strain ratio is expressed in a polynomial form of the combined load cycle factor.
11. The method according to claim 10, wherein the load cycle strain ratio is expressed as a first order polynomial of the combined load cycle factor.
12. The method according to claim 1, wherein the engine component is a component of a gas turbine engine, and the reference thermal load cycle is a load cycle from cold start to full load of the gas turbine engine at a maximum load gradient.
13. The method according to claim 1, comprising: applying the method on-line.
US15/481,570 2016-04-08 2017-04-07 Method for determination of fatigue lifetime consumption of an engine component Abandoned US20170292401A1 (en)

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Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10544700B2 (en) * 2016-08-31 2020-01-28 General Electric Technology Gmbh Advanced startup counter module for a valve and actuator monitoring system
CN110879912A (en) * 2018-09-05 2020-03-13 西门子股份公司 Fatigue analysis method and device
US20200117846A1 (en) * 2017-06-13 2020-04-16 Sony Semiconductor Solutions Corporation Information processing device, information processing method, and program
US11311972B2 (en) * 2014-10-24 2022-04-26 Gkn Aerospace Sweden Ab Crack stopper for welds

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE102018104665B4 (en) * 2018-03-01 2022-12-01 Rolls-Royce Solutions GmbH Method for operating an internal combustion engine, control device and internal combustion engine
US10823655B2 (en) * 2018-10-10 2020-11-03 Deere & Company Method and apparatus to measure strains in adhesives of joints
FR3087888B1 (en) * 2018-10-31 2020-10-09 Safran Aircraft Engines DEVICE AND METHOD FOR MONITORING THE LIFETIME OF A HYDRAULIC EQUIPMENT OF AN AIRCRAFT

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20140192837A1 (en) * 2011-08-25 2014-07-10 Siemens Aktiengesellschaft System and method for generating a combined model for isothermal and anisothermal fatigue life
US20150105966A1 (en) * 2013-10-11 2015-04-16 Solar Turbines Incorporated Condition based lifing of gas turbine engine components
US20150234951A1 (en) * 2012-06-19 2015-08-20 Magnus Andersson Determining life consumption of a mechanical part

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3584507A (en) 1970-03-06 1971-06-15 Avco Corp Engine usage indicator
DE2314954C3 (en) 1973-03-26 1982-08-26 Brown, Boveri & Cie Ag, 6800 Mannheim Arrangement for the ongoing determination and monitoring of the service life of thermally loaded thick-walled components
US5967660A (en) * 1997-06-06 1999-10-19 Ford Global Technologies, Inc. Accelerated thermal fatigue testing of engine combustion chambers
US9477224B2 (en) 2008-12-12 2016-10-25 General Electric Company Physics-based lifespan modeling
CN103344511B (en) * 2013-07-01 2015-09-30 北京理工大学 A kind of Creep-fatigue Life Prediction method of high-power diesel engine all-aluminium piston

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20140192837A1 (en) * 2011-08-25 2014-07-10 Siemens Aktiengesellschaft System and method for generating a combined model for isothermal and anisothermal fatigue life
US20150234951A1 (en) * 2012-06-19 2015-08-20 Magnus Andersson Determining life consumption of a mechanical part
US20150105966A1 (en) * 2013-10-11 2015-04-16 Solar Turbines Incorporated Condition based lifing of gas turbine engine components

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11311972B2 (en) * 2014-10-24 2022-04-26 Gkn Aerospace Sweden Ab Crack stopper for welds
US10544700B2 (en) * 2016-08-31 2020-01-28 General Electric Technology Gmbh Advanced startup counter module for a valve and actuator monitoring system
US20200117846A1 (en) * 2017-06-13 2020-04-16 Sony Semiconductor Solutions Corporation Information processing device, information processing method, and program
US11531801B2 (en) * 2017-06-13 2022-12-20 Sony Semiconductor Solutions Corporation Information processing device, information processing method, and program
CN110879912A (en) * 2018-09-05 2020-03-13 西门子股份公司 Fatigue analysis method and device

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